The hippocampus as a predictive map (Stachenfeld et al., 2017)

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• Hippocampusconcept0.817
  Brain region corresponding to the memory/conjunction component in TEM; memory neurons resemble place cells.
• Hippocampal Indexing Theoryframework0.804
  Theory that hippocampus provides an index binding together cortical patterns across different brain regions; TEM-t is shown to instantiate this.
• Hippocampal Spatial Mapping As Fast Graph Learning (Lewis, 2021)concept0.799
  Related work on spatial mapping as graph learning; mentioned alongside Hawkins for grid cells in neocortex discussion.
• The Hippocampal Indexing Theory and Episodic Memory (Teyler & Rudy, 2007)concept0.793
  Original paper on hippocampal indexing theory; TEM-t is shown to instantiate this theory.
• Hippocampal representation of related and opposing memories (McKenzie et al., 2014)concept0.789
  Experimental evidence that hippocampal neurons respond to more than two task variables; motivates multi-input extension of TEM-t.
• Hippocampal Formationconcept0.765
  Brain region complex whose spatial representations TEM-t is shown to replicate.
• are hippocampal architecture and bespoke neuroscience models capable of the general purpose computations studied in machine learning?question0.764
  Motivating question from introduction that the TEM-transformer equivalence helps answer affirmatively.
• The Tolman-Eichenbaum Machine: Unifying Space and Relational Memory through Generalization in the Hippocampal Formation (Whittington et al., 2020)concept0.760
  Prior paper by the same lead author introducing TEM; the neuroscience model whose relationship to transformers is the central topic.